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AbstractProduct classification is the task of automatically predicting a taxonomy path for a product in a predefined taxonomy hierarchy given a textual product description or title. For efficient product classification …...

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Robust Document Representations for Cross-Lingual Information Retrieval in Low-Resource Settings

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The goal of cross-lingual information re- trieval (CLIR) is to find relevant docu- ments written in languages different from that of the query. Robustness to transla- tion errors is one …...

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Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval

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AbstractDomain-specific documents cover terminologies and specialized knowledge. This has been the main challenge of domain-specific document retrieval systems. Previous approaches propose domain-adaptation and transfer learning methods to alleviate this problem. …...

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